{"id":"W1974343881","doi":"10.1016/s1098-3015(10)74012-2","title":"PND5 CLINICAL CONSEQUENCES OF GENERIC SWITCHES OF ANTIEPILEPTIC DRUGS-TRANSFER OF CANADIAN CLAIMS DATABASE RESULTS TO GERMANY","year":2009,"lang":"en","type":"article","venue":"Value in Health","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Antiepileptic drug; Database; Transfer (computing); Epilepsy; Medicine; Computer science; Psychiatry; Parallel computing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187049,0.0001065957,0.0006213852,0.0002872213,0.00003600977,0.000002097152,0.0001186587,0.00006587731,0.00002708087],"category_scores_gemma":[0.0005077246,0.00008787523,0.00007353111,0.0006888997,0.000179919,0.00005221682,0.00001559375,0.0002486551,0.000004278362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006050664,"about_ca_system_score_gemma":0.0009697307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2318196,"about_ca_topic_score_gemma":0.005793654,"domain_scores_codex":[0.9976783,0.0002427804,0.001243795,0.0002342646,0.0002626976,0.0003381574],"domain_scores_gemma":[0.9983741,0.0006186665,0.0001756272,0.000268533,0.00009644646,0.0004666313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02576949,0.007958402,0.3962989,0.01498312,0.001170059,0.0006323109,0.03868975,0.003360394,0.1710691,0.01438374,0.03966985,0.2860149],"study_design_scores_gemma":[0.01345502,0.01447353,0.742475,0.005583188,0.000445012,0.00008096022,0.003439378,0.002934161,0.0637344,0.001110204,0.1514253,0.0008438276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654277,0.002154514,0.00001385934,0.0299753,0.0001506976,0.0004505297,0.0001758752,0.000006315983,0.001645214],"genre_scores_gemma":[0.9871803,0.008017328,0.001158569,0.003539667,0.00006798063,0.000002356039,0.00001181155,0.000006065603,0.00001593959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461761,"threshold_uncertainty_score":0.7732958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2325291199546264,"score_gpt":0.4461672821767221,"score_spread":0.2136381622220956,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}